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#summaries — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #summaries, aggregated by home.social.

  1. AI All the Way Down 9 in 10 artificially intelligent astrophysicists recommend careful use of AI in science... Let's find out more! Title: AI Cosplaying as Astrophysicists : A Controlled Synthe...

    #Daily #Paper #Summaries #artificial #intelligence #LLMs

    Origin | Interest | Match
  2. AI All the Way Down 9 in 10 artificially intelligent astrophysicists recommend careful use of AI in science... Let's find out more! Title: AI Cosplaying as Astrophysicists : A Controlled Synthe...

    #Daily #Paper #Summaries #artificial #intelligence #LLMs

    Origin | Interest | Match
  3. 32. A recent court ruling in #Japan also challenges my thesis in this thread.
    zmescience.com/science/news-sc

    "The court ruled that detailed plot summaries can replace watching a movie, thereby incurring cost to copyright holders."

    Let's concede that some spoilers might cause some market harm. But if they are paraphrases that don't track the original expression too closely, then they are protected by the idea/expression dichotomy. So as with the cases mentioned in posts 30 and 31 above, this case might only show that some paraphrases fail the "substantial similarity" test, perhaps more paraphrases than we used to think. But it can't go further, and overturn the idea/expression dichotomy, without deep disruption to worldwide copyright law.

    It might matter that the idea/expression dichotomy is international, through treaty, while the degree and kind of similarity needed before a paraphrase crosses the line varies significantly from country to country.

    #Copyright #Paraphrases #Summaries

  4. Man hört ja oft, dass LLMs man LLMs (trotz ihrer Schwächen) gut zum Zusammenfassen von Texten gebrauchen kann. In diesem Text räumt @maartenp mit diesem Fehlglauben auf und trägt relevante Studien zum Thema zusammen.

    Besonders im Bezug auf das wissenschaftliche Arbeiten findet Paulusse hier klare Worte:

    „Beyond hindering your own learning and research, using AI-generated summaries can also have long-term consequences for the collective scientific endeavor. Because once misinformation from AI-generated summaries remains uncorrected and seeps into published theses, research papers, and other outputs, it could contribute to a loop of misinformation.“

    tue.nl/en/our-university/libra

    #llm #ai #summaries

  5. Keine Zeit zu Lesen oder unsicher, ob sich ein Sachbuch lohnt?
    #snaptale youtube.com/@GetSnapTale/video hat gerade knapp 10.000 Sachbücher als Kurzhörzusammenfassungen im Angebot #bookstodon #summaries #audiobooks

  6. 31. Another US federal judge has ruled (Oct 27) that AI-generated summaries might infringe the copyrights on the original works.
    storage.courtlistener.com/reca

    Again, the AI company (in this case #OpenAI) has merely lost a motion to dismiss. The court has not yet ruled on the merits.

    Again, I acknowledge that if this result survives, it would undermine my thesis in this thread.

    My take is that it won't survive because it disregards the idea/expression distinction fundamental to copyright law. Or if it does survive, it will overturn the fundamentals of copyright law.

    Here are some comments that support my take.

    From @mmasnick:
    matthewsag.com/copyright-winte

    From @mmasnick:
    techdirt.com/2025/11/18/book-r

    From @drewwilsonfl:
    freezenet.ca/judge-rules-summa

    #Copyright #Paraphrases #Summaries

  7. I wrote a thing. Well, actually it's been written for a year or so, but it's mostly cleaned up now, although if you break it, you get to keep all the pieces:

    #rss #ai #summaries #feeds #news

    github.com/rcarmo/feed-summari

  8. 30. A US federal district court just ruled that paraphrases or summaries by the #AI tool #Cohere might infringe publisher copyrights on the original full texts.
    copyrightlately.com/court-rule

    Here's the Nov 17 decision by the federal district court for the Southern District of NY.
    courtlistener.com/docket/69636

    PS: This could undermine my thesis in this thread. But it doesn't undermine it yet. As I pointed out in the second post, "If a paraphrase doesn't use the original expression or track it too closely, then it doesn't infringe. If it does track the original too closely, it might count as a derivative work." The question in this case is whether some Cohere summaries were too close to the originals. Cohere lost a motion to dismiss, and now the court will investigate the "substantial similarity" claims on the merits. If the publishers win, we'll learn more about where the line is, not that there is no line.

    #AI #Copyright #Paraphrases #Summaries

  9. 🔥 So you've written a guide to wrestle your precious web traffic back from Google's AI clutches—because who doesn't want to spend their time fighting an algorithm instead of improving content? 📉 Meanwhile, users are thinking, "Just give us the #summaries, please, we have lives to live!" 😅
    teruza.com/info-hub/how-to-sto #webtraffic #algorithmfight #contentcreation #usersfirst #HackerNews #ngated

  10. 🔥 So you've written a guide to wrestle your precious web traffic back from Google's AI clutches—because who doesn't want to spend their time fighting an algorithm instead of improving content? 📉 Meanwhile, users are thinking, "Just give us the #summaries, please, we have lives to live!" 😅
    teruza.com/info-hub/how-to-sto #webtraffic #algorithmfight #contentcreation #usersfirst #HackerNews #ngated

  11. 🔥 So you've written a guide to wrestle your precious web traffic back from Google's AI clutches—because who doesn't want to spend their time fighting an algorithm instead of improving content? 📉 Meanwhile, users are thinking, "Just give us the #summaries, please, we have lives to live!" 😅
    teruza.com/info-hub/how-to-sto #webtraffic #algorithmfight #contentcreation #usersfirst #HackerNews #ngated

  12. 🔥 So you've written a guide to wrestle your precious web traffic back from Google's AI clutches—because who doesn't want to spend their time fighting an algorithm instead of improving content? 📉 Meanwhile, users are thinking, "Just give us the #summaries, please, we have lives to live!" 😅
    teruza.com/info-hub/how-to-sto #webtraffic #algorithmfight #contentcreation #usersfirst #HackerNews #ngated

  13. I'm still working on editing the files for May, so that'll be awhile. I decide to backdate the summaries to the end of the month they apply to, rather than when I post them (which was today!). #ProdLog #LunaticsProject #Summaries

  14. And then April, where I tackled the enormous tangle of the "Suiting Up" scene, which has been a worry for me for years now. The new version is much more complete and closer to the original concept.

    https://lunaticsproject.org/2025/04/30/april-2025-summary/
    #ProdLog #LunaticsProject #Summaries

  15. And March, which continues the compositing madness, as well as fixing a troublesome set, recovering some lost animation, and putting that all together.

    https://lunaticsproject.org/2025/03/31/march-2025-summary/
    #ProdLog #LunaticsProject #Summaries

  16. Catching up on my project / production summaries for my production log, I just added February 2025, which features me figuring out how to do the compositing, and, in particular, to get rid of unwanted lines from Freestyle that show up occasionally.

    https://lunaticsproject.org/2025/02/28/february-2025-summary/


    #ProdLog #LunaticsProject #Summaries

  17. "When ChatGPT summarises, it actually does nothing of the kind."

    "If I have 35 sentences of circumstance leading up to a single sentence of conclusion, the LLM mechanism will — simply because of how the attention mechanism works with the volume of those 35 — find the ’35’ less relevant sentences more important than the single key one. So, in a case like that it will actively suppress the key sentence."

    by Gerben Wierda @gctwnl: ea.rna.nl/2024/05/27/when-chat

    #AIRisks #LLMs #ChatGPT #genAI #summaries

  18. Littler Books: Book summaries of the top nonfiction books [Shared]

    Books in minutes

    Learn the main ideas of influential books in minutes with the most concise yet comprehensive book summaries anywhere. Our free-to-read, digestible bullet-point summaries will help you actually retain what you read.

    Weekly new summaries written by humans

    Our book summaries are written and edited by humans, so you can trust their quality and be free from AI hallucinations. New summaries are published every week.

    welchwrite.com/blog/2025/03/01

    #books #learning #summaries #summary #education #nonficiton #shared

  19. It's not our fault. It's our shitty technology's fault. Apple says it will release an update to better indicate that its bad notification summaries are generated by artificial intelligence.

    #apple #intelligence #ai #notification #summaries
    techcrunch.com/2025/01/06/foll

  20. "These reviewers overwhelmingly found that the human #summaries beat out their #AI competitors on every criteria and on every submission, scoring an 81% on an internal rubric compared with the machine’s 47%."

    crikey.com.au/2024/09/03/ai-wo

  21. 1/ Here's a thought to advance #OpenAccess to research. If it has problems, I think they're worth solving.

    #AI #Copyright #Paraphrases #Summaries

    🧵

  22. A helpful website covering the #war against #Ukraine is wartranslated.com/ which is run by (probably just a handful of) pro-Ukrainian volunteers.

    I neither speak Ukrainian nor Russian, so their daily #translations and #summaries of various sources are quite interesting, and way better than "Google translated". Obviously, most sources aren't neutral, some of them just present their "opinions", and some are plain propaganda, so take everything with a grain of salt.

    #wartranslated